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Towards efficient full 8-bit integer DNN online training on resource-limited devices without batch normalization
期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 175-186
作者:
Yang, Yukuan
;
Chi, Xiaowei
;
Deng, Lei
;
Yan, Tianyi
;
Gao, Feng
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/11/21
Full 8-bit quantization
Network without batch normalization
Small batch
Online training
Resource-limited devices
Influence of doubly-hydrogenated oxygen vacancy on the TID effect of MOS devices
期刊论文
FRONTIERS IN MATERIALS, 2022, 卷号: 9
作者:
Lu, Guangbao
;
Liu, Jun
;
Zheng, Qirong
;
Li, Yonggang
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  |  
浏览/下载:20/0
  |  
提交时间:2022/12/23
total ionizing dose effect
dynamic modeling
doubly-hydrogenated oxygen vacancy
microscopic mechanism
MOS devices
DFAN: Dual Feature Aggregation Network for Lightweight Image Super-Resolution
期刊论文
Wireless Communications and Mobile Computing, 2022, 期号: 2022, 页码: 8116846
作者:
Li, Shang
;
Zhang, Guixuan
;
Luo, Zhengxiong
;
Liu, Jie
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  |  
浏览/下载:29/0
  |  
提交时间:2022/04/06
Super-resolution
Lightweight
Feature aggregation
Energy-efficient Collaborative Sensing: Learning the Latent Correlations of Heterogeneous Sensors
期刊论文
ACM TRANSACTIONS ON SENSOR NETWORKS, 2021, 卷号: 17, 期号: 3, 页码: 28
作者:
Liang, Yunji
;
Wang, Xin
;
Yu, Zhiwen
;
Guo, Bin
;
Zheng, Xiaolong
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  |  
浏览/下载:12/0
  |  
提交时间:2022/06/10
Energy efficiency
latent correlation learning
collaboration sensing
internet of things
temporal convolutional network
attention mechanism
multi-task learning
ECBC: Efficient Convolution via Blocked Columnizing
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Zhao, Tianli
;
Hu, Qinghao
;
He, Xiangyu
;
Xu, Weixiang
;
Wang, Jiaxing
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  |  
浏览/下载:35/0
  |  
提交时间:2022/01/27
Convolution
Tensors
Layout
Memory management
Indexes
Transforms
Performance evaluation
Convolutional neural networks (CNNs)
direct convolution
high performance computing for mobile devices
im2col convolution
memory-efficient convolution (MEC)
Crowd V-IoE: Visual Internet of Everything Architecture in AI-Driven Fog Computing
期刊论文
IEEE WIRELESS COMMUNICATIONS, 2020, 卷号: 27, 期号: 2, 页码: 51-57
作者:
Ji, Wen
;
Liang, Bing
;
Wang, Yuqin
;
Qiu, Rui
;
Yang, Zheming
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2020/12/10
Real-Time Facial Affective Computing on Mobile Devices
期刊论文
SENSORS, 2020, 卷号: 20, 期号: 3, 页码: 15
作者:
Guo, Yuanyuan
;
Xia, Yifan
;
Wang, Jing
;
Yu, Hui
;
Chen, Rung-Ching
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  |  
浏览/下载:23/0
  |  
提交时间:2020/06/02
facial affective computing
convolutional neural networks
deep learning
mobile development
A Computational Model for Measuring Trust in Mobile Social Networks Using Fuzzy Logic
期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 812-821
作者:
Farzam Matinfar
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  |  
浏览/下载:5/0
  |  
提交时间:2021/02/22
Trust
fuzzy clustering
mobile social networks
trust calculation model
fuzzy logic.
Distributed Multi-Dimensional Pricing for Efficient Application Offloading in Mobile Cloud Computing
期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2019, 卷号: 12, 期号: 6, 页码: 925-940
作者:
Xie, Kun
;
Wang, Xin
;
Xie, Gaogang
;
Xie, Dongliang
;
Cao, Jiannong
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2020/12/10
Cloud computing
Mobile communication
Resource management
Pricing
Mobile handsets
Games
Servers
Mobile cloud
two-side market game
cloud offloading
cloudlet
SAS: Painting Detection and Recognition via Smart Art System With Mobile Devices
期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 135563-135572
作者:
Wang, Zhenyu
;
Lian, Jie
;
Song, Chunfeng
;
Zhang, Zhaoxiang
;
Zheng, Wei
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2020/03/30
Mobile devices
deep learning
painting detection and recognition
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